Beta
Explore
Marketplace
Neural Labs
Chat
Wallet
Docs
NLP-tp-4-ner-slovacco – AI Model by marcocarotta | AlphaNeural AI
You can deploy this model and start earning money today!
marcocarotta
/
NLP-tp-4-ner-slovacco
like
0
transformers
safetensors
distilbert
token-classification
generated_from_trainer
distilbert/distilbert-base-uncased
finetune
apache-2.0
autotrain_compatible
endpoints_compatible
us
Views
No views yet
Model card
Files and Versions
Community
API
Deploy
NLP-tp-4-ner-slovacco
This model is a fine-tuned version of
distilbert-base-uncased
on an unknown dataset. It achieves the following results on the evaluation set:
Loss: 0.3540
Precision: 0.4948
Recall: 0.2612
F1: 0.3419
Accuracy: 0.9231
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 2e-05
train_batch_size: 16
eval_batch_size: 16
seed: 42
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: linear
num_epochs: 2
Training results
Training Loss
Epoch
Step
Validation Loss
Precision
Recall
F1
Accuracy
0.1416
1.0
531
0.3700
0.4187
0.2055
0.2757
0.9181
0.0626
2.0
1062
0.3540
0.4948
0.2612
0.3419
0.9231
Framework versions
Transformers 4.47.1
Pytorch 2.5.1+cu121
Datasets 3.2.0
Tokenizers 0.21.0
